Perspectives

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AI Adoption & Governance

From AI Pilots to Enterprise Value: Why Architecture Matters

Anyone can have an AI opinion right now. The data on what's actually happening is less opinion and more verdict — and it points squarely at architecture, not the models themselves.

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Demystifying AI

Demystifying AI · Part 2

Can AI Really Determine Loan Eligibility?

A simple banking example of RAG and MCP working together — RAG gives AI knowledge, MCP gives AI access, and together they move AI beyond simple chatbots toward intelligent enterprise assistants.

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Demystifying AI · Part 1

Prompting, Requirement Engineering, and the Quality of Outcomes

A prompt is often described as a question you ask an AI model. I think it's closer to a requirement than a question — and if you've spent time in software delivery, that distinction should feel immediately familiar.

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